Ph.D. Conferred (in the area of Computer Science-Image Processing Algorithms) from Visvesvaraya Technological University (VTU), Belagavi (State Technological Public University, Govt. of Karnataka)
M.E (with First) from Shivaji University, Kolhapur (State Public University, Govt. of Maharashtra)
B.E (with Distinction) from Shivaji University, Kolhapur (State Public University, Govt. of Maharashtra)
Computer Vision, Digital Image Processing, Deep Learning (Deep CNNs), Machine Learning, Linear Algebra, Pattern Recognition, Data Science-Data Visualization, Quantum Computing.
(18 Years)
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(15th March 2023- Present) UGC- Associate Professor, School of Computer and Systems Sciences (SC&SS), Jawaharlal Nehru University (JNU), New Delhi.
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(21st Sept 2021- 06th March 2023) UGC-Associate Professor, Bharati Vidyapeeth (Deemed to be University) College of Engineering Pune (BVDU-COEP).
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(21st July 2011- 20th Sept 2021) UGC- Assistant Professor, Bharati Vidyapeeth College of Engineering, Kolhapur (Affiliated to Shivaji University Kolhapur).
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(06th August 2007- 30th April 2011) Lecturer, Rajarambapu Institute of Technology (RIT), Sakharale, Islampur (Autonomous Institute -Affiliated to Shivaji University Kolhapur).
PG Teacher Recognition from Shivaji University, Kolhapur-2015 (Sate Public University, Govt. of Maharashtra)
Reviewing Award:
1. Elsevier- Computer and Electronics in Agriculture (2016)
2. Elsevier- Computer and Electronics in Agriculture (2019)
NA
Publications (SCI, SCIE, UGC Care & Scopus Indexed):
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Jadhav, S.B., Patil, S.B., “Plant leaf species identification using LBHPG feature extraction and machine learning classifier technique. Soft Comput (2023) Springer, Vol.28(2024), pp.5609-5623, ISSN: 1433-7479, https://doi.org/10.1007/s00500-023-09358-4. (SCI- Impact Factor:4.1)
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Sachin. Jadhav, V. R. Udupi, and S. B. Patil, “Identification of Pant diseases using convolutional neural networks”, International Journal of Information Technology, Springer, Singapore, Vol.13, Issue-6, pp.2461-2470, 2021. https://doi.org/10.1007/978-3-030-51859-2_65. ISSN: 2511-2112 (UGC Care & Scopus Indexed).
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Sachin. Jadhav, V. R. Udupi, and S. B. Patil, “Convolutional Neural Networks for Leaf Image Based Plant Disease Classification”, International Journal of Artificial Intelligence(IJ-AI), Vol.8, Issue-4, pp.328-341,2019. ISSN: 2089-4872 (Scopus Indexed). http://doi.org/10.11591/ijai.v8.i4.pp328-34.
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Sachin. Jadhav, V. R. Udupi, and S. B. Patil, “Soybean leaf disease detection and severity measurement using multiclass SVM and KNN classifier”, International Journal of Electrical and Computer Engineering (IJ-ECE), Vol.9, Issue-5, pp.4077-4091,2019. http://doi.org/10.11591/ijece.v9i5.pp4077-4091. ISSN: 2088-8708 (Scopus Indexed).
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Sachin. Jadhav, V. R. Udupi, and S. B. Patil, “Grading of Soybean Leaf Disease Based on Segmented Image Using K-means Clustering”, International Journal of Artificial Intelligence(IJ-AI), Vol.5, Issue-1, pp.13-21,2016. ISSN: 2089-4872 (Scopus Indexed). http://doi.org/10.11591/ijai.v5.i1.pp13-21.
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Sachin. Jadhav, and Nikhil Mane, “A Novel High-Speed FPGA Architecture for FIR Filter Design”, International Journal of Reconfigurable and Embedded system (IJ-RES), Vol.1, Issue.1, pp. 1-10, 2012.ISSN: 2089-4864. (Scopus Indexed). http://doi.org/10.11591/ijres.v1.i1.pp1-10.
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Sachin. Jadhav, and Nikhil Mane, “Design and Implementation of Modified Partial Product Reduction Tree for High Speed Multiplication”, International Journal of Reconfigurable and Embedded system (IJ-RES), Vol.2, Issue.1, pp. 15-20, 2013.ISSN: 2089-4864. (Scopus Indexed). http://doi.org/10.11591/ijres.v2.i1.pp15-20.
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Book Chapter: J. K. Patil, S. Dhole, V. Mandlik, Sachin B. Jadhav, “Comparative Study for Applicability of Color Histograms for CBIR Used for Crop Leaf Disease Detection”, Machine Learning Applications: From Computer Vision to Robotics, Wiley-IEEE Press, pp 49-68 https://doi.org/10.1002/9781394173358.ch4. (2023) (Scopus Indexed).
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Book Chapter: Sachin Jadhav, V. R. Udupi, and S. B. Patil, “Efficient framework for soybean leaf disease detection and classification using machine learning algorithm”. In: Chen JZ., Tavares J., Shakya S., Iliyasu A. (eds), AISC -Advances in Intelligent Systems and Computing, Springer (Cham), Vol.1200, pp.718-729. https://doi.org/10.1007/978-3-030-51859-2_65. ISBN: 978-3-030-51859-2. (2021) (Scopus Indexed).
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Book Chapter: Sachin. Jadhav, V. R. Udupi, and S. B. Patil, “Classification of soybean diseases using pre-trained deep convolution neural networks”. In: Chen JZ. Tavares J., Shakya S., Iliyasu A. (eds), AISC -Advances in Intelligent Systems and Computing, Springer(Cham), Vol.1200, pp.746-756. https://doi.org/10.1007/978-3-030-51859-2_68. ISBN: 978-3-030-51859-2. (2021) (Scopus Indexed).
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Book Chapter: V. C. Khade, S. B. Patil, and Sachin. Jadhav, “Maize Leaf Healthy and Unhealthy Classification Using Image Processing Technique and Machine Learning Classifiers” In: Kumar, A., Mozar, S. (eds). Lecture Notes in Electrical Engineering, vol. 828. Springer, Singapore., pp.717-728. https://doi.org/10.1007/978-981-16-7985-8_75. ISBN: 978-981-16-7985-8. (2022) (Scopus Indexed).
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Book: Sachin Jadhav, “A Novel High Speed FPGA Architecture Design for FIR Filter”, Lambert Publication Germany, ISBN: 978-3-659-66291-1, (2014).
Title: Automatic Plant Leaf Disease Diagnosis with Machine Learning and Deep Convolutional Neural Networks.
Country: Australian Government IP Australia
Patent Registration Number: 2021101682
Date of Grant: 05/05/2021